Fully-Parallel Area-Efficient Deep Neural Network Design Using Stochastic Computing. - Yi Xie 001; Siyu Liao; Bo Yuan 001; Yanzhi Wang; Zhongfeng Wang 001 (IEEE Trans. Circuits Syst. II Express Briefs, 2017)

Efficient Reconfigurable Hardware Core for Convolutional Neural Networks. - Haonan Wang; Jun Lin 001; Yi Xie 001; Bo Yuan 001; Zhongfeng Wang 001 (ACSSC, 2018)

Area-efficient K-Nearest Neighbor Design using Stochastic Computing. - Yi Xie 001; Chunhua Deng; Siyu Liao; Bo Yuan 001 (ACSSC, 2018)

PermDNN: Efficient Compressed DNN Architecture with Permuted Diagonal Matrices. - Chunhua Deng; Siyu Liao; Yi Xie 001; Keshab K. Parhi; Xuehai Qian; Bo Yuan 001 (MICRO, 2018)

Reduced-Complexity Deep Neural Networks Design Using Multi-Level Compression. - Siyu Liao; Yi Xie 001; Xue Lin 001; Yanzhi Wang; Min Zhang 005; Bo Yuan 001 (IEEE Trans. Sustain. Comput., 2019)

CAG: A Real-Time Low-Cost Enhanced-Robustness High-Transferability Content-Aware Adversarial Attack Generator. - Huy Phan; Yi Xie 001; Siyu Liao; Jie Chen 007; Bo Yuan 001 (AAAI, 2020)

Low-complexity Neural Network-based MIMO Detector using Permuted Diagonal Matrix. - Siyu Liao; Chunhua Deng; Yi Xie 001; Lingjia Liu 001; Bo Yuan 001 (ACSSC, 2020)

Real-Time, Universal, and Robust Adversarial Attacks Against Speaker Recognition Systems. - Yi Xie 001; Cong Shi 004; Zhuohang Li; Jian Liu 001; Yingying Chen 001; Bo Yuan 001 (ICASSP, 2020)

VVSec: Securing Volumetric Video Streaming via Benign Use of Adversarial Perturbation. - Zhongze Tang; Xianglong Feng; Yi Xie 001; Huy Phan; Tian Guo 001; Bo Yuan 001; Sheng Wei 001 (ACM Multimedia, 2020)

Practical Adversarial Attacks Against Speaker Recognition Systems. - Zhuohang Li; Cong Shi 004; Yi Xie 001; Jian Liu 001; Bo Yuan 001; Yingying Chen 001 (HotMobile, 2020)

Enabling Fast and Universal Audio Adversarial Attack Using Generative Model. - Yi Xie 001; Zhuohang Li; Cong Shi 004; Jian Liu 001; Yingying Chen 001; Bo Yuan 001 (AAAI, 2021)

Robust Detection of Machine-induced Audio Attacks in Intelligent Audio Systems with Microphone Array. - Zhuohang Li; Cong Shi 004; Tianfang Zhang; Yi Xie 001; Jian Liu 001; Bo Yuan 001; Yingying Chen 001 (CCS, 2021)

Graph Universal Adversarial Attacks: A Few Bad Actors Ruin Graph Learning Models. - Xiao Zang; Yi Xie 001; Jie Chen 007; Bo Yuan 001 (IJCAI, 2021)

Fake Gradient: A Security and Privacy Protection Framework for DNN-based Image Classification. - Xianglong Feng; Yi Xie 001; Mengmei Ye; Zhongze Tang; Bo Yuan 001; Sheng Wei 001 (ACM Multimedia, 2021)

CHIP: CHannel Independence-based Pruning for Compact Neural Networks. - Yang Sui; Miao Yin; Yi Xie 001; Huy Phan; Saman A. Zonouz; Bo Yuan 001 (NeurIPS, 2021)

Noise Injection-based Regularization for Point Cloud Processing. - Xiao Zang; Yi Xie 001; Siyu Liao; Jie Chen 007; Bo Yuan 001 (CoRR, 2021)

Real-time, Robust and Adaptive Universal Adversarial Attacks Against Speaker Recognition Systems. - Yi Xie 001; Zhuohang Li; Cong Shi 004; Jian Liu 001; Yingying Chen 001; Bo Yuan 001 (J. Signal Process. Syst., 2021)

RIBAC: Towards Robust and Imperceptible Backdoor Attack against Compact DNN. - Huy Phan; Cong Shi 004; Yi Xie 001; Tianfang Zhang; Zhuohang Li; Tianming Zhao 001; Jian Liu 001; Yan Wang 003; Yingying Chen 001; Bo Yuan 001 (ECCV (4), 2022)

Invisible and Efficient Backdoor Attacks for Compressed Deep Neural Networks. - Huy Phan; Yi Xie 001; Jian Liu 001; Yingying Chen 001; Bo Yuan 001 (ICASSP, 2022)

Visual privacy protection in mobile image recognition using protective perturbation. - Mengmei Ye; Zhongze Tang; Huy Phan; Yi Xie 001; Bo Yuan 001; Sheng Wei 001 (MMSys, 2022)